Title : 
Exact computation of area moments for spline and wavelet curves
         
        
            Author : 
Jacob, Mathews ; Blu, Thierry ; Unser, Michael
         
        
            Author_Institution : 
Biomed. Imaging Group, Swiss Federal Inst. of Technol., Lausanne, Switzerland
         
        
        
        
        
        
            Abstract : 
We present an exact algorithm for the computation of the moments of a region bounded by a curve represented in a scaling function or wavelet basis. Using Green´s theorem, we show that the computation of the area moments is equivalent to applying a suitable multidimensional filter on the coefficients of the curve and thereafter computing a scalar product. We compare this algorithm with existing methods such as pixel-based approached and approximation of the region by a polygon
         
        
            Keywords : 
Green´s function methods; edge detection; method of moments; object recognition; splines (mathematics); wavelet transforms; Green theorem; area moments; multidimensional filter; polygon; scaling function; spline; wavelet curves; Biomedical computing; Biomedical imaging; Filters; Integral equations; Jacobian matrices; Multidimensional systems; Shape; Spline; Surface reconstruction; Surface waves;
         
        
        
        
            Conference_Titel : 
Pattern Recognition, 2000. Proceedings. 15th International Conference on
         
        
            Conference_Location : 
Barcelona
         
        
        
            Print_ISBN : 
0-7695-0750-6
         
        
        
            DOI : 
10.1109/ICPR.2000.903501